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All campus events are canceled through August 17, with limited exceptions to be granted by deans or vice chancellors. Even if an event is not yet labeled as canceled, it's likely to be canceled, postponed or modified to online only, from now through August 17. Please check with organizers before attending.

SILO Seminar Series: Davis Gilson

Deep Learning with Small Datasets: Tips, Tricks, and Cautionary Tales

Event Details

Thursday, August 1, 2019
4 p.m.
Many modern applications of deep networks are generative or discriminatory tasks that leverage large datasets and computational power to achieve state-of-the-art results on tasks in important, wide-reaching regimes. However, some applications are more data-constrained. This talk will focus on uses of neural networks in medical imaging and remote sensing, two application areas where ground-truth is hard to come by, but the potential benefits of the deep learning revolution are enormous.